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16: The scale-space computation by SIFT and SURF. The left figure gives the computation as done by SIFT, the right figure as done by SURF. As can be seen in the image, SIFT computes the scale-space by varying the image size, while SURF computed the scale-space by varying the filter size.

16: The scale-space computation by SIFT and SURF. The left figure gives the computation as done by SIFT, the right figure as done by SURF. As can be seen in the image, SIFT computes the scale-space by varying the image size, while SURF computed the scale-space by varying the filter size.

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Humans detection and tracking in videos are difficult and challenging, owing to the motion of the subjects. It is a general task to many applications, such as video surveil-lance and security, intelligent vehicles, etc. In this regard, our thesis introduces several visual methods for detecting and tracking humans’ body and their scope. In this thesi...

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